Task-tailored Pre-processing: Fair Downstream Supervised Learning

Jinwon Sohn, Guang Lin, Qifan Song

Fairness-aware machine learning has recently attracted various communities to mitigate discrimination against certain societal groups in data-driven tasks. For fair supervised lear…